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A study of the behavior of several methods for balancing machine learning training data.
Gustavo E. A. P. A. Batista
Ronaldo C. Prati
Maria Carolina Monard
Published in:
SIGKDD Explor. (2004)
Keyphrases
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machine learning
training data
machine learning methods
preprocessing
supervised learning
statistical methods
cross validation
significant improvement
machine learning algorithms
computer vision
pattern recognition
noisy data
computational cost
experimental design
data sets
inductive learning
benchmark datasets
labeled data
text classification
domain knowledge
learning algorithm
data mining